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Poster
Wed 9:00 Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking
Michael Schlichtkrull · Nicola De Cao · Ivan Titov
Spotlight
Tue 3:25 Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking
Michael Schlichtkrull · Nicola De Cao · Ivan Titov
Poster
Thu 9:00 Variational Information Bottleneck for Effective Low-Resource Fine-Tuning
Rabeeh Karimi Mahabadi · Yonatan Belinkov · James Henderson
Poster
Thu 9:00 Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data
Jonathan Pilault · Amine EL hattami · Chris J Pal
Poster
Mon 9:00 GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing
Tao Yu · Chien-Sheng Wu · Xi V Lin · bailin wang · Yi Tan · Xinyi Yang · Dragomir Radev · Richard Socher · Caiming Xiong
Poster
Mon 9:00 MultiModalQA: complex question answering over text, tables and images
Alon Talmor · Ori Yoran · Amnon Catav · Dan Lahav · Yizhong Wang · Akari Asai · Gabriel Ilharco · Hannaneh Hajishirzi · Jonathan Berant
Poster
Tue 9:00 Text Generation by Learning from Demonstrations
Richard Yuanzhe Pang · He He
Poster
Wed 17:00 Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition
Yangming Li · lemao liu · Shuming Shi
Poster
Wed 17:00 Better Fine-Tuning by Reducing Representational Collapse
Armen Aghajanyan · Akshat Shrivastava · Anchit Gupta · Naman Goyal · Luke Zettlemoyer · Sonal Gupta
Poster
Thu 17:00 Prototypical Representation Learning for Relation Extraction
Ning Ding · Xiaobin Wang · Yao Fu · Guangwei Xu · Rui Wang · Pengjun Xie · Ying Shen · Fei Huang · Hai-Tao Zheng · Rui Zhang
Poster
Wed 1:00 Deep Learning meets Projective Clustering
Alaa Maalouf · Harry Lang · Daniela Rus · Dan Feldman